PyGPT-J
- Python bindings for GPT-J ggml language models.
- Almost the same API as pyllamacpp.
Table of contents
Installation
- The easy way is to use the prebuilt wheels
pip install pygptj
- Build from source:
git clone git+https://github.com/abdeladim-s/pygptj.git
CLI
You can run the following simple command line interface to test the package once it is installed:
pygtj path/to/ggml/model
Tutorial
Quick start
from pygptj.model import Model
model = Model(model_path='path/to/gptj/ggml/model')
for token in model.generate("Tell me a joke ?"):
print(token, end='', flush=True)
Interactive Dialogue
You can set up an interactive dialogue by simply keeping the model variable alive:
from pygptj.model import Model
model = Model(model_path='/path/to/ggml/model')
while True:
try:
prompt = input("You: ", flush=True)
if prompt == '':
continue
print(f"AI:", end='')
for token in model.generate(prompt):
print(f"{token}", end='', flush=True)
print()
except KeyboardInterrupt:
break
Attribute a persona to the language model
The following is an example showing how to "attribute a persona to the language model" :
from pygptj.model import Model
prompt_context = """Act as Bob. Bob is helpful, kind, honest,
and never fails to answer the User's requests immediately and with precision.
User: Nice to meet you Bob!
Bob: Welcome! I'm here to assist you with anything you need. What can I do for you today?
"""
prompt_prefix = "\nUser:"
prompt_suffix = "\nBob:"
model = Model(model_path='/path/to/ggml/model',
prompt_context=prompt_context,
prompt_prefix=prompt_prefix,
prompt_suffix=prompt_suffix)
while True:
try:
prompt = input("User: ")
if prompt == '':
continue
print(f"Bob: ", end='')
for token in model.generate(prompt, antiprompt='User:'):
print(f"{token}", end='', flush=True)
print()
except KeyboardInterrupt:
break
- You can always refer to the short documentation for more details.
API reference
You can check the API reference documentation for more details.
License
This project is licensed under the MIT License.
1 maintainer
Metadata
1 maintainer
Release files for pygptj 2.0.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
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|---|---|---|---|---|
| pygptj-2.0.3.tar.gz | 221.3 kB | Without provenance | Details for pygptj-2.0.3.tar.gz |
Built distributions (wheels)
Total release size: 14.3 MB
Release files / pygptj-2.0.3.tar.gz
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